Recommendation Systems Publications

Publications in Recommendation Systems

Explore the most influential research papers and scholarly works that have shaped Recommendation Systems. Use the concept filter below to focus on a specific sub-area of research.

Recommendation Systems

1.5K

Publications

99K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Item-based collaborative filtering recommendation algorithms Badrul Sarwar, George Karypis, Joseph A. Konstan, Group RecommendersEngineeringInformation RetrievalData ScienceData Mining	2001	8.9K
Evaluating collaborative filtering recommender systems Jonathan L. Herlocker, Joseph A. Konstan, Loren Terveen, ACM Transactions on Information Systems Group RecommendersEngineeringInformation RetrievalData ScienceData Mining	2004	5.7K
Item-based top-<i>N</i>recommendation algorithms Mukund Deshpande, George Karypis ACM Transactions on Information Systems Group RecommendersEngineeringInformation RetrievalData ScienceData Mining	2004	2.2K
An algorithmic framework for performing collaborative filtering Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, Group RecommendersEngineeringInformation RetrievalData ScienceData Mining	1999	2K
Analysis of recommendation algorithms for e-commerce Badrul Sarwar, George Karypis, Joseph A. Konstan, EngineeringText MiningInformation RetrievalData ScienceData Mining	2000	1.8K
Performance of recommender algorithms on top-n recommendation tasks Paolo Cremonesi, Yehuda Koren, Roberto Turrin Ranking AlgorithmEngineeringMachine LearningTop-n Recommendation TaskLearning To Rank	2010	1.4K
Context‐Aware Recommender Systems Gediminas Adomavičius, Bamshad Mobasher, Francesco Ricci⋆, AI Magazine Recommendation ProcessEngineeringInformation RetrievalData ScienceContext‐aware Recommender Systems	2011	1.4K
Trust-aware recommender systems Paolo Massa, Paolo Avesani EngineeringTrust Management ArchitectureCommunicationTrust-aware Recommender SystemsComputational Social Science	2007	1.2K
Incorporating contextual information in recommender systems using a multidimensional approach Gediminas Adomavičius, Ramesh Sankaranarayanan, Shahana Sen, ACM Transactions on Information Systems EngineeringMultidimensional ApproachInformation RetrievalData ScienceRecommendation Systems	2005	1.2K
Personalized news recommendation based on click behavior Jiahui Liu, P. Dolan, Elin Rønby Pedersen EngineeringCollaborative Filtering MechanismJournalismText MiningComputational Social Science	2010	752
A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems Ali Elkahky, Yang Song, Xiaodong He Natural Language ProcessingGroup RecommendersEngineeringMachine LearningData Science	2015	718
Internet Recommendation Systems Asim Ansari, Skander Essegaier, Rajeev Kohli Journal of Marketing Research EngineeringDigital MarketingConsumer ResearchInformation RetrievalData Science	2000	711

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